The Book of Why 在線電子書 圖書標籤: 人工智能 統計學 因果論 Causality 計算機 Statistics AI 思維
發表於2025-02-23
The Book of Why 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025
老爺子對概率和因果的區彆還很有洞見的
評分期待深度學習碰壁的那一天
評分哲學邏輯課~
評分哲學邏輯課~
評分老爺子對概率和因果的區彆還很有洞見的
Judea Pearl is a professor of computer science at UCLA and winner of the 2011 Turing Award and the author of three classic technical books on causality. He lives in Los Angeles, California.
Dana Mackenzie is an award-winning science writer and the author of The Big Splat, or How Our Moon Came to Be. He lives in Santa Cruz, California.
A Turing Award-winning computer scientist and statistician shows how understanding causality has revolutionized science and will revolutionize artificial intelligence
"Correlation is not causation." This mantra, chanted by scientists for more than a century, has led to a virtual prohibition on causal talk. Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality--the study of cause and effect--on a firm scientific basis. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet; and how to answer hard questions, like whether a drug cured an illness. Pearl's work enables us to know not just whether one thing causes another: it lets us explore the world that is and the worlds that could have been. It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needs The Book of Why.
拿到书之后读了两遍,第一遍是以欣赏和学习的态度,第二遍是以欣赏和怀疑的态度。学习和怀疑之后,谈谈读后感。 这本书的副标题是《关于因果关系的新科学》,显然,这本书是从科学角度论述因果关系的。这可能让大众诧异,为什么显而易见的因果关系,从科学角度却难以建立。甚至...
評分 評分“20世纪50年代末60年代初,统计学家和医生就整个20世纪最引人注目的一个医学问题产生了意见冲突:吸烟会导致肺癌吗?在这场辩论过去了半个世纪之后的现在,我们认为答案是理所当然的。但在当时,这个问题完全处于迷雾之中。” 01 — 书比较厚,正文346页,注释26页。内容也相对硬核...
評分 評分豆瓣要求1周出书评确实有些强人所难,以本书的内容含量来看,是值得开一年的读书会来反复研读的“新经典”。我们或许目睹了《自然哲学的科学原理》、《物种起源》相同级别的书诞生,何其幸哉。如果用一句话来为本书作品,那就是:这是一本你不看也值得买来摆在书架上的书。 本...
The Book of Why 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025